This article discusses the risks and complexities associated with the exponential rise in data and the misuse of data by large corporations. The article presents instances of data breaches and data harvesting practices that violate user privacy. It also explores the concept of "Weapons Of Math Destruction" (WMDs), which refers to big data models that perpetuate inequality and discrimination. The article highlights the need for companies to take responsibility for safeguarding user information and the ethical use of data models, AI, and ML. The article also emphasises the significance of data privacy for individuals in their daily lives and the need for a more conscious and responsible approach towards data management.
翻译:本文探讨了数据呈指数级增长以及大型企业滥用数据所伴随的风险与复杂性。文章列举了侵犯用户隐私的数据泄露与数据收割行为实例,并阐释了"数学毁灭武器"(WMDs)这一概念——指那些固化不平等与歧视的大数据模型。文章强调,企业有责任保护用户信息,并确保数据模型、人工智能(AI)及机器学习(ML)的伦理使用。此外,文章还着重指出数据隐私对个体日常生活的重要性,以及采取更具意识且负责任的数据管理方式的必要性。